diff --git a/Tutoriel-geoparsing.ipynb b/Tutoriel-geoparsing.ipynb
index becef96cda1338c188fa1ea6dbac313c61644464..f1482c1373144b54ec85980ee111eaeefb5d63c7 100644
--- a/Tutoriel-geoparsing.ipynb
+++ b/Tutoriel-geoparsing.ipynb
@@ -90,9 +90,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ImportError",
+     "evalue": "cannot import name 'load_choucas_perdido' from 'perdido.datasets' (/opt/homebrew/Caskroom/miniforge/base/envs/sunoikisis-py39/lib/python3.9/site-packages/perdido/datasets.py)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mImportError\u001b[0m                               Traceback (most recent call last)",
+      "\u001b[1;32m/Users/lmoncla/git/gitlab.liris/lmoncla/tutoriel-anf-tdm-2022-python-geoparsing/Tutoriel-geoparsing.ipynb Cellule 8\u001b[0m in \u001b[0;36m<cell line: 7>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/lmoncla/git/gitlab.liris/lmoncla/tutoriel-anf-tdm-2022-python-geoparsing/Tutoriel-geoparsing.ipynb#X10sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mperdido\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mgeoparser\u001b[39;00m \u001b[39mimport\u001b[39;00m Geoparser\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/lmoncla/git/gitlab.liris/lmoncla/tutoriel-anf-tdm-2022-python-geoparsing/Tutoriel-geoparsing.ipynb#X10sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mperdido\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mgeocoder\u001b[39;00m \u001b[39mimport\u001b[39;00m Geocoder\n\u001b[0;32m----> <a href='vscode-notebook-cell:/Users/lmoncla/git/gitlab.liris/lmoncla/tutoriel-anf-tdm-2022-python-geoparsing/Tutoriel-geoparsing.ipynb#X10sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mperdido\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mdatasets\u001b[39;00m \u001b[39mimport\u001b[39;00m load_edda_artfl, load_edda_perdido, load_choucas_perdido\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/lmoncla/git/gitlab.liris/lmoncla/tutoriel-anf-tdm-2022-python-geoparsing/Tutoriel-geoparsing.ipynb#X10sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mspacy\u001b[39;00m \u001b[39mimport\u001b[39;00m displacy\n",
+      "\u001b[0;31mImportError\u001b[0m: cannot import name 'load_choucas_perdido' from 'perdido.datasets' (/opt/homebrew/Caskroom/miniforge/base/envs/sunoikisis-py39/lib/python3.9/site-packages/perdido/datasets.py)"
+     ]
+    }
+   ],
    "source": [
     "import warnings\n",
     "warnings.filterwarnings('ignore')\n",
@@ -116,17 +128,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "filepath = 'data/volume01-4083.txt'\n"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "* ARQUES, (Géog.) petite ville de France, en Normandie, au pays de Caux, sur la petite riviere d'Arques. Long. 18. 50. lat. 49. 54.\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open(filepath) as f:\n",
+    "    content = f.read()\n",
+    "    print(content)\n"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -687,7 +713,7 @@
    "toc_visible": true
   },
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3.9.13 ('tdm-geoparsing-py39')",
    "language": "python",
    "name": "python3"
   },
@@ -705,7 +731,7 @@
   },
   "vscode": {
    "interpreter": {
-    "hash": "0706207376f2dbae316cdd2388509d85cbd8c808bf8c3cd698a4e4eda55d0086"
+    "hash": "ac6d00d97418b1a9db80d25edbc60018a184534aba90cc2f485de2791198ec07"
    }
   }
  },